Unit tests are boring. Coverage is not optional. I asked a free AI model to write my tests. It...
Unit tests are boring. Coverage is not optional.
I asked a free AI model to write my tests. It failed. Then I built a feedback loop.
Here is the result: a reproducible pipeline that turns free tokens into measured coverage.
Why Generated Tests Miss Everything
Models guess. They do not know your intent.
Intro There's a pitch behind every "AI writes your tests too" workflow: more coverage,...
A teammate pasted a 400-line function. "AI can split this," they said. The model returned 200 lines...
The hidden gaps between unit tests and production reality in AI agent systems—and what the multi-agent explosion teaches us about…
Most developers evaluate a new AI coding model the same way: open a chat, type "write a REST API",...
Free AI coding help is easy to advertise. Hard to verify. Landing pages show happy demos. Benchmark...
Six months ago I kept reading the same story. Developer uses Cursor or Claude Code to ship a feature....
